II.
SkillArea JSON
Structured · liveskill-area:adaptive-learning-systems
Adaptive Learning Systems json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:adaptive-learning-systems",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-expanded-4.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Adaptive Learning Systems",
"description": "Building systems that personalize educational content delivery based on\nlearner performance — implementing mastery-based progression, knowledge\nstate estimation (BKT, IRT), and real-time content recommendation engines.\n",
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:adaptive-learning-systems",
"to": "domain:edtech",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:adaptive-learning-systems",
"to": "domain:ml-ai",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
}
],
"incomingEdges": []
}